The COVID-19 Situation Report is a data intensive report that tries to portray an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic. If you would like to add additional metrics to this report, please send a mail to the author at .

Date of Report

Report Printed On 

## [1] "2020-03-29"

COVID-19 Overall Stats (Worldwide)

Overall Confirmed Cases Count Worldwide 

## [1] "720117 (up from 660706 yesterday: 8.99 % increase)"

Overall Deaths Worldwide

Please note that the deaths is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] "33925 (up from 30652 yesterday: 10.68 % increase)"

Overall Fatality Rate Worldwide in %

Please note that the fatality rate is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] 4.71



In- Depth Country Wise Stats (With Atleast 100 COVID-19 Confirmations)

Overall Confirmed Cases and Deaths- Country Wise (With Fatality Rates)

Country_Region TotalConfirmed TotalDeaths FatalityRate
US 140886 2467 1.75
Italy 97689 10779 11.03
China 82122 3304 4.02
Spain 80110 6803 8.49
Germany 62095 533 0.86
France 40708 2611 6.41
Iran 38309 2640 6.89
United Kingdom 19780 1231 6.22
Switzerland 14829 300 2.02
Netherlands 10930 772 7.06
Belgium 10836 431 3.98
Korea, South 9583 152 1.59
Turkey 9217 131 1.42
Austria 8788 86 0.98
Canada 6280 64 1.02
Portugal 5962 119 2.00
Norway 4284 25 0.58
Brazil 4256 136 3.20
Israel 4247 15 0.35
Australia 3984 16 0.40
Sweden 3700 110 2.97
Czechia 2817 16 0.57
Ireland 2615 46 1.76
Denmark 2564 72 2.81
Malaysia 2470 35 1.42
Chile 2139 7 0.33
Luxembourg 1950 21 1.08
Ecuador 1924 58 3.01
Japan 1866 54 2.89
Poland 1862 22 1.18
Romania 1815 43 2.37
Pakistan 1597 14 0.88
Russia 1534 8 0.52
Philippines 1418 71 5.01
Thailand 1388 7 0.50
Saudi Arabia 1299 8 0.62
Indonesia 1285 114 8.87
South Africa 1280 2 0.16
Finland 1240 11 0.89
Greece 1156 38 3.29
India 1024 27 2.64
Iceland 1020 2 0.20
Panama 901 17 1.89
Dominican Republic 859 39 4.54
Peru 852 18 2.11
Mexico 848 16 1.89
Singapore 844 3 0.36
Argentina 745 19 2.55
Serbia 741 13 1.75
Slovenia 730 11 1.51
Croatia 713 6 0.84
Diamond Princess 712 10 1.40
Colombia 702 10 1.42
Estonia 679 3 0.44
Qatar 634 1 0.16
Egypt 609 40 6.57
United Arab Emirates 570 3 0.53
Iraq 547 42 7.68
New Zealand 514 1 0.19
Algeria 511 31 6.07
Bahrain 499 4 0.80
Morocco 479 26 5.43
Ukraine 475 10 2.11
Lithuania 460 7 1.52
Lebanon 438 10 2.28
Armenia 424 3 0.71
Hungary 408 13 3.19
Latvia 347 0 0.00
Bulgaria 346 8 2.31
Andorra 334 6 1.80
Bosnia and Herzegovina 323 6 1.86
Costa Rica 314 2 0.64
Slovakia 314 0 0.00
Tunisia 312 8 2.56
Uruguay 304 1 0.33
Taiwan* 298 2 0.67
Kazakhstan 284 1 0.35
Moldova 263 2 0.76
Jordan 259 3 1.16
North Macedonia 259 6 2.32
Kuwait 255 0 0.00
San Marino 224 22 9.82
Burkina Faso 222 12 5.41
Cyprus 214 5 2.34
Albania 212 10 4.72
Azerbaijan 209 4 1.91
Vietnam 188 0 0.00
Oman 167 0 0.00
Cote d’Ivoire 165 1 0.61
Ghana 152 5 3.29
Malta 151 0 0.00
Uzbekistan 144 2 1.39
Senegal 142 0 0.00
Cameroon 139 6 4.32
Cuba 139 3 2.16
Brunei 126 1 0.79
Afghanistan 120 4 3.33
Venezuela 119 2 1.68
Sri Lanka 117 1 0.85
Nigeria 111 1 0.90
Honduras 110 3 2.73
West Bank and Gaza 109 1 0.92
Mauritius 107 3 2.80
Cambodia 103 0 0.00

In Depth USA Stats (State Wise Figures)

Confirmed Cases and Deaths- States of USA (With Fatality Rates)

State Confirmed Deaths FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
New York 59648 965 1.62 3066.17 49.61 1 in 326
New Jersey 13386 161 1.20 1507.06 18.13 1 in 664
California 5852 124 2.12 148.11 3.14 1 in 6752
Michigan 5488 132 2.41 549.52 13.22 1 in 1820
Massachusetts 4955 48 0.97 713.00 6.91 1 in 1403
Illinois 4596 66 1.44 362.69 5.21 1 in 2757
Washington 4465 198 4.43 586.35 26.00 1 in 1705
Florida 4246 56 1.32 197.69 2.61 1 in 5058
Louisiana 3540 151 4.27 761.49 32.48 1 in 1313
Pennsylvania 3432 41 1.19 268.08 3.20 1 in 3730
Texas 2792 37 1.33 96.29 1.28 1 in 10385
Georgia 2651 80 3.02 249.68 7.53 1 in 4005
Colorado 2307 47 2.04 400.61 8.16 1 in 2496
Connecticut 1993 34 1.71 559.00 9.54 1 in 1789
Tennessee 1720 8 0.47 251.71 1.17 1 in 3973
Ohio 1653 29 1.75 141.41 2.48 1 in 7071
Indiana 1513 32 2.12 224.74 4.75 1 in 4450
Maryland 1239 10 0.81 204.94 1.65 1 in 4879
North Carolina 1191 7 0.59 113.56 0.67 1 in 8806
Wisconsin 1164 18 1.55 199.92 3.09 1 in 5002
Nevada 920 15 1.63 298.69 4.87 1 in 3348
Arizona 919 17 1.85 120.68 2.23 1 in 8286
Missouri 915 13 1.42 149.09 2.12 1 in 6708
Virginia 890 20 2.25 104.27 2.34 1 in 9590
Alabama 825 10 1.21 168.26 2.04 1 in 5943
South Carolina 774 16 2.07 150.33 3.11 1 in 6652
Mississippi 759 14 1.84 255.03 4.70 1 in 3921
Utah 720 2 0.28 224.58 0.62 1 in 4453
Oregon 548 13 2.37 129.93 3.08 1 in 7697
Minnesota 503 9 1.79 89.19 1.60 1 in 11212
Kentucky 438 9 2.05 98.04 2.01 1 in 10200
Oklahoma 429 16 3.73 108.42 4.04 1 in 9224
Arkansas 426 6 1.41 141.16 1.99 1 in 7084
District of Columbia 342 5 1.46 484.59 7.08 1 in 2064
Iowa 336 4 1.19 106.50 1.27 1 in 9390
Kansas 330 7 2.12 113.27 2.40 1 in 8828
Rhode Island 294 3 1.02 277.53 2.83 1 in 3603
Idaho 281 5 1.78 156.80 2.79 1 in 6377
Maine 253 3 1.19 188.21 2.23 1 in 5313
New Mexico 237 2 0.84 113.03 0.95 1 in 8847
Vermont 235 12 5.11 376.61 19.23 1 in 2655
Delaware 232 6 2.59 238.25 6.16 1 in 4197
New Hampshire 214 2 0.93 157.39 1.47 1 in 6354
Montana 154 1 0.65 144.09 0.94 1 in 6940
Hawaii 149 0 0.00 105.24 0.00 1 in 9502
Puerto Rico 127 3 2.36 39.77 0.94 1 in 25147
West Virginia 113 0 0.00 63.23 0.00 1 in 15815
Nebraska 108 2 1.85 55.83 1.03 1 in 17911
Alaska 102 2 1.96 139.43 2.73 1 in 7172
North Dakota 98 1 1.02 128.60 1.31 1 in 7776
South Dakota 90 1 1.11 101.73 1.13 1 in 9830
Wyoming 86 0 0.00 148.59 0.00 1 in 6730
Guam 56 1 1.79 337.92 6.03 1 in 2959
American Samoa 0 0 NaN 0.00 0.00 1 in Inf
Northern Mariana Islands 0 0 NaN 0.00 0.00 1 in Inf
Recovered 0 0 NaN NA NA 1 in NA
Virgin Islands 0 0 NaN NA NA 1 in NA

In Depth Italy Stats (Region Wise Figures)

Confirmed Cases and Deaths- Regions of Italy (With Fatality and Confirmation Rates)

Region HospitalizedWithSymptoms IntensiveCare HomeIsolation ActiveCases Discharged_Healed Deceased Confirmations Swabs FatalityRate ConfirmationRate
Lombardia 11613 1328 12451 25392 9255 6360 41007 107398 15.51 38.18
Emilia Romagna 3769 333 6433 10535 1141 1443 13119 52991 11.00 24.76
Veneto 1586 355 5310 7251 715 392 8358 94784 4.69 8.82
Piemonte 2985 443 3840 7268 254 684 8206 24058 8.34 34.11
Toscana 1111 275 2400 3786 121 215 4122 27579 5.22 14.95
Marche 1000 168 1992 3160 12 386 3558 10431 10.85 34.11
Liguria 1077 166 1036 2279 420 377 3076 9100 12.26 33.80
Lazio 1062 133 1167 2362 208 136 2706 27744 5.03 9.75
Campania 476 135 945 1556 86 117 1759 11805 6.65 14.90
P.A. Trento 356 75 862 1293 172 129 1594 5950 8.09 26.79
Puglia 559 99 774 1432 31 86 1549 12361 5.55 12.53
Friuli Venezia Giulia 236 60 845 1141 241 98 1480 13397 6.62 11.05
Sicilia 451 71 808 1330 65 65 1460 13814 4.45 10.57
Abruzzo 329 68 772 1169 36 88 1293 7730 6.81 16.73
P.A. Bolzano 234 56 744 1034 116 64 1214 10137 5.27 11.98
Umbria 166 46 685 897 95 31 1023 7685 3.03 13.31
Sardegna 105 23 454 582 29 27 638 4598 4.23 13.88
Calabria 124 19 434 577 12 25 614 8485 4.07 7.24
Valle d’Aosta 90 26 423 539 2 43 584 1480 7.36 39.46
Basilicata 32 18 147 197 1 4 202 1585 1.98 12.74
Molise 25 9 66 100 18 9 127 918 7.09 13.83

In Depth Canada Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of Canada (With Fatality Rates)

Province Confirmed Deaths FatalityRate
Quebec 2840 22 0.77
Ontario 1355 21 1.55
British Columbia 884 17 1.92
Alberta 621 2 0.32
Saskatchewan 156 0 0.00
Newfoundland and Labrador 135 0 0.00
Nova Scotia 122 0 0.00
Manitoba 72 1 1.39
New Brunswick 66 0 0.00
Grand Princess 13 0 0.00
Prince Edward Island 11 0 0.00
Yukon 4 0 0.00
Northwest Territories 1 0 0.00
Diamond Princess 0 1 Inf
Recovered 0 0 NaN

In Depth China Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of China (With Fatality Rates)

Province Confirmed Deaths FatalityRate
Hubei 67801 3182 4.69
Guangdong 1475 8 0.54
Henan 1276 22 1.72
Zhejiang 1254 1 0.08
Hunan 1018 4 0.39
Anhui 990 6 0.61
Jiangxi 937 1 0.11
Shandong 772 7 0.91
Jiangsu 644 0 0.00
Hong Kong 641 4 0.62
Chongqing 579 6 1.04
Beijing 577 8 1.39
Sichuan 550 3 0.55
Shanghai 492 5 1.02
Heilongjiang 484 13 2.69
Fujian 338 1 0.30
Hebei 319 6 1.88
Guangxi 254 2 0.79
Shaanxi 253 3 1.19
Yunnan 180 2 1.11
Hainan 168 6 3.57
Tianjin 166 3 1.81
Guizhou 146 2 1.37
Gansu 138 2 1.45
Shanxi 136 0 0.00
Liaoning 134 2 1.49
Jilin 98 1 1.02
Inner Mongolia 95 1 1.05
Xinjiang 76 3 3.95
Ningxia 75 0 0.00
Macau 37 0 0.00
Qinghai 18 0 0.00
Tibet 1 0 0.00

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most confirmed COVID-19 cases as of today in decreasing order of confirmations.

Confirmed Cases Count (Linear)

Country Wise Time Series Curve

Confirmed Cases Count (Logarithmic)

Country Wise Time Series Curve

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most COVID-19 deaths as of today in decreasing order of confirmations.

Death Count (Linear)

Country Wise Time Series Curve

Death Count (Logarithmic)

Country Wise Time Series Curve

Epidemic Curve: Delta in the past 24 hrs (Top 20 Countries with the Highest Cases)

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various countries. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 20 countries in the world as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Delta in Confirmed Cases

Number of New Cases in the past 24 hrs

Delta in Deaths

Number of Deaths in the past 24 hrs

Measuring Outbreak Velocity: 5 Day Lagging Average Doubling Time (Top 20 Countries with the Highest Cases)

The velocity of an outbreak is determined by a construct known as doubling time. This value describes the number of days, on average, required for the number of cases to double in a given area. For our analysis we use average doubling time, which can be defined as the number of days, on average, required for the average number of COVID-19 cases to double in a given area.

This measure can describe COVID-19 behavior worldwide, in a country, or even in a smaller region such as a state. For our analysis, we will discuss average doubling time at a national level for the top 20 most affected countries.

Below, we have calculated average doubling time for several nations, on a trailing, rolling 5-day basisbased on today’s case values. A decline in average doubling time indicates that the COVID-19 outbreak (confirmation rate) is accelerating (average cases double in fewer days), while an increase of average doubling time indicates that the outbreak is slowing.

Ideally, when social distancing and lockdowns are implemented aggressively in a country and after some period of delay, doubling times should begin to increase in a matter of days, weeks, or months, depending upon the severity of the epidemic and the degree of social distancing achievable.

Given the fact that many countries across the world have already enacted or implemented social distancing measures, this is why one should be cautious not to extrapolate COVID-19 growth rates from trailing statistics.

5 Day Lagging Avg Doubling Time of Confirmations

Confirmed Cases and Deaths Per Million Population and Infection Odds

This metric confirmed cases per million population and deaths per million population shows the extent to which the disease has spread with respect to the population of the country. The metric Infection Odds shows 1 in how many people are infected with COVID-19 in the corresponding country.

For the top 20 countries with most confirmed cases excluding cruise ships

Country_Region ConfirmedCasesPerMillionPopl DeathsPerMillionPopl InfectionOdds
US 430.58 7.54 1 in 2322
Italy 1615.23 178.22 1 in 619
China 59.25 2.38 1 in 16877
Spain 1716.89 145.80 1 in 582
Germany 750.03 6.44 1 in 1333
France 607.67 38.98 1 in 1646
Iran 472.02 32.53 1 in 2119
United Kingdom 297.71 18.53 1 in 3359
Switzerland 1730.34 35.01 1 in 578
Netherlands 636.20 44.94 1 in 1572
Belgium 950.53 37.81 1 in 1052
Korea, South 186.19 2.95 1 in 5371
Turkey 114.06 1.62 1 in 8767
Austria 996.15 9.75 1 in 1004
Canada 167.07 1.70 1 in 5986
Portugal 579.40 11.56 1 in 1726
Norway 798.06 4.66 1 in 1253
Brazil 20.33 0.65 1 in 49178
Israel 487.49 1.72 1 in 2051
Australia 161.95 0.65 1 in 6175

Data Sources: 1. Github Repos: CSSEGISandData and pcm-dpc